{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,30]],"date-time":"2026-04-30T08:26:56Z","timestamp":1777537616589,"version":"3.51.4"},"reference-count":41,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"9","license":[{"start":{"date-parts":[[2018,9,1]],"date-time":"2018-09-01T00:00:00Z","timestamp":1535760000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["41501410"],"award-info":[{"award-number":["41501410"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Ontario Centres of Excellence and the Boeing Research and Technology"},{"DOI":"10.13039\/501100000038","name":"Natural Sciences and Engineering Research Council of Canada","doi-asserted-by":"crossref","id":[{"id":"10.13039\/501100000038","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100000016","name":"Canadian Space Agency","doi-asserted-by":"crossref","id":[{"id":"10.13039\/501100000016","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100001804","name":"Canada Research Chairs Program","doi-asserted-by":"crossref","id":[{"id":"10.13039\/501100001804","id-type":"DOI","asserted-by":"crossref"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE J. Sel. Top. Appl. Earth Observations Remote Sensing"],"published-print":{"date-parts":[[2018,9]]},"DOI":"10.1109\/jstars.2018.2858008","type":"journal-article","created":{"date-parts":[[2018,8,7]],"date-time":"2018-08-07T19:07:20Z","timestamp":1533668840000},"page":"3325-3337","source":"Crossref","is-referenced-by-count":20,"title":["Unsupervised Bayesian Classification of a Hyperspectral Image Based on the Spectral Mixture Model and Markov Random Field"],"prefix":"10.1109","volume":"11","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-4401-6517","authenticated-orcid":false,"given":"Yuan","family":"Fang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3488-5199","authenticated-orcid":false,"given":"Linlin","family":"Xu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Junhuan","family":"Peng","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Honglei","family":"Yang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alexander","family":"Wong","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6383-0875","authenticated-orcid":false,"given":"David A.","family":"Clausi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2004.60"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2004.1262177"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/34.969114"},{"key":"ref32","doi-asserted-by":"crossref","first-page":"271","DOI":"10.1111\/j.2517-6161.1989.tb01764.x","article-title":"Exact maximum a posteriori estimation for binary images","volume":"51","author":"greig","year":"1989","journal-title":"J Roy Statist Soc"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2010.2047711"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2012.2211882"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/34.969114"},{"key":"ref36","doi-asserted-by":"crossref","first-page":"2126","DOI":"10.1109\/TPAMI.2008.15","article-title":"IRGS: Image segmentation using edge penalties and region growing","volume":"30","author":"yu","year":"2008","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2006.881199"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2007.70844"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/CISP.2014.7003861"},{"key":"ref40","first-page":"1033","article-title":"The U.S. Geological Survey, Digital Spectral Library: Version 1: 0.2 to 3.0 $\\mu$m","volume":"25","author":"tarabalka","year":"1993","journal-title":"Bull Amer Astron Soc"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2004.830170"},{"key":"ref12","first-page":"222","article-title":"HMRF-EM-image: Implementation of the hidden Markov random field model and its expectation-maximization algorithm","volume":"94 b","author":"wang","year":"2012","journal-title":"Comput Sci"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1049\/iet-cvi.2014.0295"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2011.2162649"},{"key":"ref15","doi-asserted-by":"crossref","first-page":"823","DOI":"10.1109\/LGRS.2013.2279395","article-title":"Bayesian classification of hyperspectral imagery based on probabilistic sparse representation and Markov random field","volume":"11","author":"xu","year":"2014","journal-title":"IEEE Geosci Remote Sens Lett"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2015.2466657"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/IGARSS.2014.6947216"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2015.2450499"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2015.2474132"},{"key":"ref28","first-page":"467","article-title":"Loopy belief propagation for approximate inference: An empirical study","author":"murphy","year":"0","journal-title":"Proc 15th Conf Uncertainty Artif Intell"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2010.2045034"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1002\/(SICI)1099-128X(199709\/10)11:5<393::AID-CEM483>3.3.CO;2-C"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1080\/01431160050021303"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/SAM.2000.878063"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1007\/11744047_2"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/IGARSS.2016.7729632"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/SBCCI.2003.1232813"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-87479-9_3"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2009.2016214"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ECONF.2015.39"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2008.922034"},{"key":"ref20","doi-asserted-by":"crossref","first-page":"1787","DOI":"10.1109\/LGRS.2014.2309340","article-title":"K-P-Means: A clustering algorithm of K &#x201C;purified&#x201D; means for hyperspectral endmember estimation","volume":"11","author":"xu","year":"2014","journal-title":"IEEE Geosci Remote Sens Lett"},{"key":"ref22","author":"li","year":"2009","journal-title":"Markov Random Field Modeling in Image Analysis"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.1984.4767596"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2005.844293"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2006.888466"},{"key":"ref23","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1111\/j.2517-6161.1977.tb01600.x","article-title":"Maximum likelihood from incomplete data via the EM algorithm","volume":"39","author":"dempster","year":"1977","journal-title":"J Roy Statist Soc Ser B"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611971217"},{"key":"ref25","author":"lawson","year":"1974","journal-title":"Solving Least Squares Problems"}],"container-title":["IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/4609443\/8454925\/08428535.pdf?arnumber=8428535","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,7,9]],"date-time":"2024-07-09T00:50:44Z","timestamp":1720486244000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8428535\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,9]]},"references-count":41,"journal-issue":{"issue":"9"},"URL":"https:\/\/doi.org\/10.1109\/jstars.2018.2858008","relation":{},"ISSN":["1939-1404","2151-1535"],"issn-type":[{"value":"1939-1404","type":"print"},{"value":"2151-1535","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,9]]}}}